Health Information Science [electronic resource] : 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23-24, 2023, Proceedings / edited by Yan Li, Zhisheng Huang, Manik Sharma, Lu Chen, Rui Zhou.

Depression & Mental Health -- Detection of depression and its likelihood in children and adolescents: Evidence from a 15-years study -- A combined attribute extraction method for detecting Postpartum Depression using Social Media -- Network Analysis of Relationships and Change Patterns in Depression and Multiple Chronic Diseases based on the China Health and Retirement Longitudinal Study -- Exploring Etiology of Nonsuicidal Self-Injury by Using Knowledge Graph Approach -- A Question and Answering System for Mental Health of the ElderlyBased on BiLSTM-CRF Model and Knowledge Graph -- Data Security, Privacy & Healthcare Systems -- Australia's Notifiable Data Breach scheme: An analysis of risk management findings for healthcare -- Analysis and Protection of Public Medical Dataset: from Privacy Perspective -- Enhancing Health Information Systems Security: An Ontology Model Approach -- Developing a Risk Management Framework for E-health Care Delivery -- Neurological & Cognitive Disease Studies -- Knowledge-Based Nonlinear to Linear Dataset Transformation for Chronic Illness Classification -- A Robust Approach for Parkinson Disease Detection from Voice Signal -- Analysis on Association between Vascular Risk Factors and Lifestyle Factors with the risk of Dementia/Alzheimer's Disease using Medical Ontologies -- COVID-19 Impact Studies -- Unveiling the Pandemic's Impact: A Dataset for Probing COVID-19's Effects on E-Learning Activities and Academic Performance -- Understanding the influence of multiple factors on the spread of Omicron variant strains via the Multivariate Regression Method -- Analyzing the Impact of COVID-19 on Education: A Comparative Study Based on TOEFL Test Results -- Advanced Medical Data & AI Techniques -- BiblioEngine: An AI-empowered Platform for Disease Genetic Knowledge Mining -- Enhancing Clustering Performance in Sepsis Time Series Data Using Gravity Field -- Multi-modal Medical Data Exploration Based on Data Lake -- Multi-model Transfer Learning and Genotypic Analysis for Seizure Type Classification -- Requirement survey in Thai clinician for designing digital solution of pain assessment -- Predictive Analysis & Disease Recognition -- A Comprehensive Approach for Enhancing Motor Imagery EEG Classification in BCI's -- Image Recognition of Chicken Diseases Based on Improved Residual Networks -- An Adaptive Feature Fusion Network for Alzheimer's Disease Prediction -- A Review on Predicting Drug Target Interactions Based on Machine Learning -- KNN-Based Patient Network and Ensemble Machine Learning for Disease Prediction -- Medical Imaging & Dataset Exploration -- Optimizing the Size of Peritumoral Region for Assessing Non-Small Cell Lung Cancer Heterogeneity Using Radiomics -- Multi-dimensional Complex Query Optimization for Disease-specific Data Exploration Based on Data Lake -- Analyzing Health Risks Resulting from Unplanned Land Use Plan and Structure: A Case Study in Historic Old Dhaka -- Elderly Care & Knowledge Systems -- Home Self-medication Question-Answering System for the Elderly Based on Seq2Seq Model and Knowledge Graph Technology -- Constructing Multi-Constrained Cognitive Diagnostic Test: An Improved Ant Colony Optimization Algorithm -- Enhancing Patient Safety in Pharmacotherapy.

This book constitutes the refereed proceedings of the 12th International Conference on Health Information Science, HIS 2023, held in Melbourne, VIC, Australia, during October 23-24, 2023. The 20 full papers and 9 short papers included in this book were carefully reviewed and selected from 54 submissions. They were organized in topical sections as follows: Depression & Mental Health, Data Security, Privacy & Healthcare Systems, Neurological & Cognitive Disease Studies, COVID-19 Impact Studies, Advanced Medical Data & AI Techniques, Predictive Analysis & Disease Recognition, Medical Imaging & Dataset Exploration, Elderly Care and Knowledge Systems.